Title
Camera-Agnostic Format And Processing For Light-Field Data
Abstract
Light-field (LF) is foreseen as an enabler for the next generation of 3D/AR/VR experiences. However, lack of unified representation, storage and processing formats, variant LF acquisition systems and capture-specific LF processing algorithms prevent cross-platform approaches and constrain the advancement and standardization process of the LF information. In this work we present our vision for camera-agnostic format and processing of LF data, aiming at a common ground for LF data storage, conununication and processing. As a proof-of-concept for camera-agnostic pipeline, we present a new and efficient LF storage format (for 4D rays) and demonstrate feasibility of camera-agnostic LF processing. To do so, we implement a camera-agnostic depth extraction method. We use LF data from a camera-rig acquisition setup and several synthetic inputs including plenoptic and non-plenoptic captures, to emphasize the camera-agnostic nature of the proposed LF storage and processing pipeline.
Year
Venue
Keywords
2017
2017 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA & EXPO WORKSHOPS (ICMEW)
light-field, camera-agnostic, object-space processing, storage format
Field
DocType
ISSN
Computer vision,Computer science,Computer data storage,Integrated optics,Transform coding,Light field,Artificial intelligence,Standardization,Optical imaging,Adaptive optics
Conference
2330-7927
Citations 
PageRank 
References 
0
0.34
1
Authors
5
Name
Order
Citations
PageRank
Mitra Damghanian141.93
Paul Kerbiriou210.68
Valter Drazic3133.41
Didier Doyen452.96
Laurent Blondé5456.97